Visualization of the structure of the location of sample objects based on generalized estimates

The problem of visualization the structure of the sample objects is considered. A method for data visualization on a plane with a choice of equivalent coordinate axes based on the calculation of generalized estimates of sample objects is offered. Visual analysis of data on the plane is a source of new knowledge about the properties of sample objects, which gives an assessment of the applicability of standard recognition algorithms to solving problems. A graphical representation of the structure of the location of sample objects on the plane before and after removing noise objects is given. The method is recommended for testing various hypotheses in the form of a computational experiment in the development of information models in weakly formalized subject areas.